Sarah sipped her coffee, the ceramic mug warming her hands. She stepped outside, stretching luxuriously, ready to start her day. The space where her Corolla usually stood, was empty. Her jaw tightened, but she immediately took a long sip of her coffee, savoring the brew’s rich aroma.

She examined the driveway, noting a small, barely visible chalk mark on the concrete, the likely culprit. She dialed the towing company, a number she found on a hastily scrawled note stuck to her front door. The person on the other end was apologetic, admitting their mistake.

“We’ll have it back to you within the hour, ma’am,” the voice offered.

Sarah glanced at the sky. Perfect weather. She gathered her gardening gloves, deciding to finally tend to her rose bushes. She felt a lightness in her chest, a sense of acceptance, as she knelt in the earth. The fragrant soil felt cool against her fingers.

Emotion: patient

Cluster: Passivity
PC1 (Valence): 2.71 Positive
PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion patient. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 patient stories, after denoising with neutral dialogue baselines, produces the patient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the patient vector is projected through the unembedding matrix.

Promoted:
rest0.467
eventually0.415
leisurely0.369
慢慢0.357
a0.355
Suppressed:
无法-0.432
even-0.428
인해-0.421
無法-0.415
😣-0.391